Massive Health’s App Data Proves It: People Eat More Junk Food at Work

Yesterday we told you about The Eatery, a new iPhone app from San Francisco-based Massive Health. The app lets users snap photos of their meals, rate how healthy they are, and get a reality check on those ratings from other users. While the app is designed to be fun, it also has a serious point—if people are more aware of what they’re eating, they’ll eat better (at least in theory).

Well, The Eatery is shaping up as a viral success story. In just the first 48 hours since the app’s debut in the iTunes App Store, users have shared 200,000 meal ratings, according to Massive Health intern Andrew Rosenthal. “It’s addictive,” Rosenthal says. “That means we have a big data set about what people are eating, and what they and other people think of those meals.”

Along with the photos and ratings, Massive Health collects location data, which means it’s already gleaning some interesting insights about where people are when they submit meal photos, and how those locations correlate with the ratings. Specifically, it’s looking like people eat less healthy meals when they’re at work.

The heat maps below, shared with Xconomy by Massive Health, show ratings from people in New York City and San Francisco. Unhealthy meals are in red and healthy meals are in green.

See all those red areas in the SoMa and Financial District areas of San Francisco, and the mid-town and downtown areas of Manhattan? It’s a sign that people are loading up on burritos, potato chips, and soda at work.

That’s not the most surprising finding in the world, perhaps, but it’s interesting that Massive Health was able to gather a data set like this in just two days. “With people from around the world rating meals, it turns out that we have some data that nobody else has,” comments Rosenthal. And as the data piles up, who knows—it could make interesting fodder for nutritionists, epidemiologists, or marketers.

The maps are interesting for a second reason as well. They illustrate exactly where early-adopters in the mobile app world—the people who are likely to download and use an app on the first day or two after its release—tend to congregate.

Author: Wade Roush

Between 2007 and 2014, I was a staff editor for Xconomy in Boston and San Francisco. Since 2008 I've been writing a weekly opinion/review column called VOX: The Voice of Xperience. (From 2008 to 2013 the column was known as World Wide Wade.) I've been writing about science and technology professionally since 1994. Before joining Xconomy in 2007, I was a staff member at MIT’s Technology Review from 2001 to 2006, serving as senior editor, San Francisco bureau chief, and executive editor of TechnologyReview.com. Before that, I was the Boston bureau reporter for Science, managing editor of supercomputing publications at NASA Ames Research Center, and Web editor at e-book pioneer NuvoMedia. I have a B.A. in the history of science from Harvard College and a PhD in the history and social study of science and technology from MIT. I've published articles in Science, Technology Review, IEEE Spectrum, Encyclopaedia Brittanica, Technology and Culture, Alaska Airlines Magazine, and World Business, and I've been a guest of NPR, CNN, CNBC, NECN, WGBH and the PBS NewsHour. I'm a frequent conference participant and enjoy opportunities to moderate panel discussions and on-stage chats. My personal site: waderoush.com My social media coordinates: Twitter: @wroush Facebook: facebook.com/wade.roush LinkedIn: linkedin.com/in/waderoush Google+ : google.com/+WadeRoush YouTube: youtube.com/wroush1967 Flickr: flickr.com/photos/wroush/ Pinterest: pinterest.com/waderoush/